Youngeun Kwon

24 papers A* 7Journal 15Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Characterization and Analysis of the 3D Gaussian Splatting Rendering Pipeline.
IEEE Comput. Archit. Lett.
Jiwon Lee, Yunjae Lee, Youngeun Kwon, Minsoo Rhu
2025 — conf
FH-RestoreASR: Frequency-Hopping Robust Air Traffic Control Speech Restoration and Recognition.
APSIPA
Youngeun Kwon, Yeri Byun, Hyunsung Cho, Jongwon Choi
2024 — conf
LazyDP: Co-Designing Algorithm-Software for Scalable Training of Differentially Private Recommendation Models.
ASPLOS (2)
Juntaek Lim, Youngeun Kwon, Ranggi Hwang, Kiwan Maeng, G. Edward Suh, Minsoo Rhu
2024 J jnl
LazyDP: Co-Designing Algorithm-Software for Scalable Training of Differentially Private Recommendation Models.
CoRR
Juntaek Lim, Youngeun Kwon, Ranggi Hwang, Kiwan Maeng, G. Edward Suh, Minsoo Rhu
2023 J jnl
Trends in Single-Molecule Total Internal Reflection Fluorescence Imaging and Their Biological Applications with Lab-on-a-Chip Technology.
Sensors
Louis Colson, Youngeun Kwon, Soobin Nam, Avinashi Bhandari, Nolberto Martinez Maya, Ying Lu, Yongmin Cho
2022 J jnl
Training Personalized Recommendation Systems from (GPU) Scratch: Look Forward not Backwards.
CoRR
Youngeun Kwon, Minsoo Rhu
2022 A* conf
Training personalized recommendation systems from (GPU) scratch: look forward not backwards.
ISCA
Youngeun Kwon, Minsoo Rhu
2021 A* conf
Tensor Casting: Co-Designing Algorithm-Architecture for Personalized Recommendation Training.
HPCA
Youngeun Kwon, Yunjae Lee, Minsoo Rhu
2021 J jnl
Understanding the Implication of Non-Volatile Memory for Large-Scale Graph Neural Network Training.
IEEE Comput. Archit. Lett.
Yunjae Lee, Youngeun Kwon, Minsoo Rhu
2020 J jnl
Applications of Converged Various Forces for Detection of Biomolecules and Novelty of Dielectrophoretic Force in the Applications.
Sensors
Seungjun Lee, Seong Min Roh, Eunji Lee, Yejin Park, Byung Chul Lee, Youngeun Kwon, Hye Jin Kim, Jinsik Kim
2020 A* conf
Centaur: A Chiplet-based, Hybrid Sparse-Dense Accelerator for Personalized Recommendations.
ISCA
Ranggi Hwang, Taehun Kim, Youngeun Kwon, Minsoo Rhu
2020 J jnl
Centaur: A Chiplet-based, Hybrid Sparse-Dense Accelerator for Personalized Recommendations.
CoRR
Ranggi Hwang, Taehun Kim, Youngeun Kwon, Minsoo Rhu
2020 A* conf
NeuMMU: Architectural Support for Efficient Address Translations in Neural Processing Units.
ASPLOS
Bongjoon Hyun, Youngeun Kwon, Yujeong Choi, John Kim, Minsoo Rhu
2020 J jnl
Tensor Casting: Co-Designing Algorithm-Architecture for Personalized Recommendation Training.
CoRR
Youngeun Kwon, Yunjae Lee, Minsoo Rhu
2019 J jnl
A Disaggregated Memory System for Deep Learning.
IEEE Micro
Youngeun Kwon, Minsoo Rhu
2019 J jnl
Beyond the Memory Wall: A Case for Memory-centric HPC System for Deep Learning.
CoRR
Youngeun Kwon, Minsoo Rhu
2019 J jnl
Fabrication of Microarrays for the Analysis of Serological Antibody Isotypes against Food Antigens.
Sensors
Jeahee Ryu, Soyoun Kim, JaeSeung Song, Daeun Kim, Narae Keum, Wonhee Jang, Hyosang Bae, Youngeun Kwon
2019 J jnl
NeuMMU: Architectural Support for Efficient Address Translations in Neural Processing Units.
CoRR
Bongjoon Hyun, Youngeun Kwon, Yujeong Choi, John Kim, Minsoo Rhu
2019 A* conf
TensorDIMM: A Practical Near-Memory Processing Architecture for Embeddings and Tensor Operations in Deep Learning.
MICRO
Youngeun Kwon, Yunjae Lee, Minsoo Rhu
2019 J jnl
TensorDIMM: A Practical Near-Memory Processing Architecture for Embeddings and Tensor Operations in Deep Learning.
CoRR
Youngeun Kwon, Yunjae Lee, Minsoo Rhu
2018 J jnl
A Case for Memory-Centric HPC System Architecture for Training Deep Neural Networks.
IEEE Comput. Archit. Lett.
Youngeun Kwon, Minsoo Rhu
2018 A* conf
Beyond the Memory Wall: A Case for Memory-Centric HPC System for Deep Learning.
MICRO
Youngeun Kwon, Minsoo Rhu
2018 A* conf
Compressing DMA Engine: Leveraging Activation Sparsity for Training Deep Neural Networks.
HPCA
Minsoo Rhu, Mike O'Connor, Niladrish Chatterjee, Jeff Pool, Youngeun Kwon, Stephen W. Keckler
2018 J jnl
Detection of Metallothionein in Javanese Medaka (
Sensors
Euiyeon Lee, Hyunjin Jeon, Chungwon Kang, Seonock Woo, Seungshic Yum, Youngeun Kwon